(Termed outlier in mathematics). A data value that appears to stand out from other members of the data set by being unusually high or low. The most effective way of identifying an anomaly in a data set is to graph the data. In geographical data, classified by place, anomalies will identify places that do not fit a general pattern, which make them of particular interest to study.